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Erik Scheme
Erik Scheme
Professor (Electrical & Computer Eng'g) & Associate Director (Institute of Biomedical Engineering)
Dirección de correo verificada de unb.ca - Página principal
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Electromyogram pattern recognition for control of powered upper-limb prostheses: state of the art and challenges for clinical use.
E Scheme, K Englehart
Journal of Rehabilitation Research & Development 48 (6), 2011
11172011
Resolving the limb position effect in myoelectric pattern recognition
A Fougner, E Scheme, ADC Chan, K Englehart, Ø Stavdahl
IEEE Transactions on Neural Systems and Rehabilitation Engineering 19 (6 …, 2011
4342011
Feature extraction and selection for myoelectric control based on wearable EMG sensors
A Phinyomark, R N. Khushaba, E Scheme
Sensors 18 (5), 1615, 2018
3232018
EMG pattern recognition in the era of big data and deep learning
A Phinyomark, E Scheme
Big Data and Cognitive Computing 2 (3), 21, 2018
2792018
Proceedings of the first workshop on peripheral machine interfaces: going beyond traditional surface electromyography
C Castellini, P Artemiadis, M Wininger, A Ajoudani, M Alimusaj, A Bicchi, ...
Frontiers in neurorobotics 8, 22, 2014
2702014
Multiple binary classifications via linear discriminant analysis for improved controllability of a powered prosthesis
LJ Hargrove, EJ Scheme, KB Englehart, BS Hudgins
IEEE Transactions on Neural Systems and Rehabilitation Engineering 18 (1), 49-57, 2010
2602010
Selective classification for improved robustness of myoelectric control under nonideal conditions
EJ Scheme, KB Englehart, BS Hudgins
IEEE Transactions on Biomedical Engineering 58 (6), 1698-1705, 2011
2122011
Examining the adverse effects of limb position on pattern recognition based myoelectric control
E Scheme, A Fougner, Ø Stavdahl, ADC Chan, K Englehart
2010 annual international conference of the IEEE engineering in medicine and …, 2010
1942010
Support vector regression for improved real-time, simultaneous myoelectric control
A Ameri, EN Kamavuako, EJ Scheme, KB Englehart, PA Parker
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (6 …, 2014
1932014
Regression convolutional neural network for improved simultaneous EMG control
A Ameri, MA Akhaee, E Scheme, K Englehart
Journal of neural engineering 16 (3), 036015, 2019
1872019
High-density force myography: A possible alternative for upper-limb prosthetic control
A Radmand, E Scheme, K Englehart
Rehabilitation Research and Development Service, 2016
1622016
A deep transfer learning approach to reducing the effect of electrode shift in EMG pattern recognition-based control
A Ameri, MA Akhaee, E Scheme, K Englehart
IEEE Transactions on Neural Systems and Rehabilitation Engineering 28 (2 …, 2019
1482019
Confidence-based rejection for improved pattern recognition myoelectric control
EJ Scheme, BS Hudgins, KB Englehart
IEEE Transactions on Biomedical Engineering 60 (6), 1563-1570, 2013
1472013
Motion normalized proportional control for improved pattern recognition-based myoelectric control
E Scheme, B Lock, L Hargrove, W Hill, U Kuruganti, K Englehart
IEEE Transactions on Neural Systems and Rehabilitation Engineering 22 (1 …, 2013
1452013
Current trends and confounding factors in myoelectric control: Limb position and contraction intensity
E Campbell, A Phinyomark, E Scheme
Sensors 20 (6), 1613, 2020
1282020
Interpreting deep learning features for myoelectric control: A comparison with handcrafted features
U Côté-Allard, E Campbell, A Phinyomark, F Laviolette, B Gosselin, ...
Frontiers in bioengineering and biotechnology 8, 158, 2020
1222020
Validation of a selective ensemble-based classification scheme for myoelectric control using a three-dimensional Fitts' law test
EJ Scheme, KB Englehart
IEEE transactions on neural systems and rehabilitation engineering 21 (4 …, 2012
1202012
EMG-Based Gesture Recognition: Is It Time to Change Focus From the Forearm to the Wrist?
FS Botros, A Phinyomark, EJ Scheme
IEEE Transactions on Industrial Informatics 18 (1), 174-184, 2022
118*2022
Training strategies for mitigating the effect of proportional control on classification in pattern recognition–based myoelectric control
E Scheme, K Englehart
JPO: Journal of Prosthetics and Orthotics 25 (2), 76-83, 2013
1132013
Real-time, simultaneous myoelectric control using force and position-based training paradigms
A Ameri, EJ Scheme, EN Kamavuako, KB Englehart, PA Parker
IEEE Transactions on Biomedical Engineering 61 (2), 279-287, 2013
1042013
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